A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM
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DOI: 10.1155/2017/1827016
Abstract: Class imbalance ubiquitously exists in real life, which has attracted much interest from various domains. Direct learning from imbalanced dataset may pose unsatisfying results overfocusing on the accuracy of identification and deriving a suboptimal model.… read more here.
Keywords: imbalanced data; ensemble method; bagging extrapolation; method ... See more keywords